• DocumentCode
    428538
  • Title

    Behaviour based mobile robot navigation technique for real world environments using fuzzy logic system

  • Author

    Parasuraman, S. ; Ganapathy, V. ; Shirinzadeh, Bijan

  • Author_Institution
    Monash Univ., Bandar Sunway, Malaysia
  • Volume
    4
  • fYear
    2004
  • fDate
    10-13 Oct. 2004
  • Firstpage
    3359
  • Abstract
    A key issue in the research of an autonomous robot is the design and development of the navigation technique that enables the robot to navigate in a real world environment. In this research, the focus is to develop the techniques and methods to: (1) design the individual behavior, coordination, and fusion of these behaviors using fuzzy logic expert system. Each behavior design is based on the situation context of applicability (SCA). (2) Design of the controller, which maps the sensors input to the motor output through fuzzy logic inference system. (3) Formulation of the decision-making processes by using fuzzy associative memory (FAM). (4) Obtain experimental results using simulation. The above methods and techniques are applied for active media pioneer robot and tested through simulation.
  • Keywords
    associative processing; decision making; expert systems; fuzzy logic; fuzzy reasoning; mobile robots; path planning; decision-making processes; fuzzy associative memory; fuzzy logic expert system; inference system; mobile robot navigation; Decision making; Design methodology; Expert systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Mobile robots; Navigation; Robot kinematics; Sensor systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2004 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-8566-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2004.1400861
  • Filename
    1400861